Divisions among Democrats are complicating the party's way forward on several issues, as liberals in the Senate increasingly assert themselves.

On Wednesday, Senate Democrats failed to pass a plan to reverse an increase in interest rates on certain federally subsidized student loans. The measure was championed by liberals in the Senate and backed by Majority Leader Harry Reid, but it differed from proposals from President Barack Obama...